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精通MATLAB最优化计算 配套光盘
本书的主要内容是应用MATLAB来解决最优化问题,通过将“最优化问题”、“MATLAB优化工具箱”和“MATLAB编程”这三方面有机结合进行讲述,即一方面是使用工具箱来快速解决最优化问题,另一方面是通过算法编程深入解决最优化问题。主要包括MATLAB优化工具箱、无约束多维极值问题、约束优化问题、非线性最小二乘优化问题、线性规划、整数规划、二次规划、粒子群优化算法、遗传算法。
-The main contents of the book is the
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用PSO算法(粒子群算法)求解非线性方程组-Using PSO ( particle swarm optimization ) algorithm for solving nonlinear equations
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基于粒子群优化算法的非线性函数极值寻优,这里的适应度函数为Ackley函数,适应度值为函数值。根据初始粒子适应度值确定个体极限和群体极限。-Nonlinear function based on particle swarm optimization extremal optimization, where the fitness function for the Ackley function, the value of the fitness function value. Accordin
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粒子群优化的基本算法,利用该方法求解非线性方程组-The basic particle swarm optimization algorithm, using this method for solving nonlinear equations
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A concept for the optimization of nonlinear functions using particle swarm methodology is introduced.
The evolution of several paradigms is outlined, and an implementation of one of the paradigms is
discussed. Benchmark testing of t
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粒子群优化算法的寻优算法—非线性函数的极值优化-The optimum algorithm of particle swarm optimization algorithm, the extremal optimization of nonlinear functions
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